# A reference architecture for the operationalization of machine learning models in manufacturing

> Research article (Procedia CIRP, 2022) · cited 29× · AI/ML

**Wikidata**: [openalex:W4312416873](https://www.wikidata.org/wiki/openalex:W4312416873)  
**Source**: https://4ort.xyz/entity/a-reference-architecture-for-the-operationalization-of-machine-learning-models-in-manufacturing